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Nonparametric Bayes Models of Fiber Curves Connecting Brain Regions - MaRDI portal

Nonparametric Bayes Models of Fiber Curves Connecting Brain Regions (Q5208053)

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scientific article; zbMATH DE number 7151239

Language	Label	Description	Also known as
English	Nonparametric Bayes Models of Fiber Curves Connecting Brain Regions	scientific article; zbMATH DE number 7151239

Statements

scholarly article

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Nonparametric Bayes Models of Fiber Curves Connecting Brain Regions (English)

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Maxime Descoteaux

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David B. Dunson

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Journal of the American Statistical Association

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publication date

15 January 2020

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full work available at URL

https://arxiv.org/abs/1612.01014

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http://europepmc.org/articles/pmc7138131

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zbMATH Keywords

brain connectomics

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connectome geometry

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functional data analysis

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mixture model

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shape analysis

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describes a project that uses

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MaRDI profile type

MaRDI publication profile

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Nonparametric Bayesian density estimation on manifolds with applications to planar shapes

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Nonparametric Bayes classification and hypothesis testing on manifolds

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Bayesian Semiparametric Joint Models for Functional Predictors

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Modeling and Inference for Measured Crystal Orientations and a Tractable Class of Symmetric Distributions for Rotations in Three Dimensions

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Bayesian Kernel Mixtures for Counts

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Regression Models on Riemannian Symmetric Spaces

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Orientation statistics

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Bayesian inference and testing of group differences in brain networks

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Bayesian Multiscale Modeling of Closed Curves in Point Clouds

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Markov chain Monte Carlo methods and the label switching problem in Bayesian mixture modeling

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Maximum likelihood estimators for the matrix von Mises-Fisher and Bingham distributions

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Statistical Modeling of Curves Using Shapes and Related Features

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Functional data analysis.

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The Nested Dirichlet Process

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Bayesian nonparametric functional data analysis through density estimation

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Asymptotic Behaviour of the Posterior Distribution in Overfitted Mixture Models

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Functional and shape data analysis

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Dealing With Label Switching in Mixture Models

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Hierarchical Dirichlet Processes

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Efficient Bayesian hierarchical functional data analysis with basis function approximations using Gaussian–Wishart processes

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Smoothing and mean-covariance estimation of functional data with a Bayesian hierarchical model

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Functional Data Analysis for Sparse Longitudinal Data

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Phase-Amplitude Separation and Modeling of Spherical Trajectories

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Identifiers

zbMATH Open document ID

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10.1080/01621459.2019.1574582

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:5208053

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